The documentation for Product Advertising API is great: https://docs.aws.amazon.com/AWSECommerceService/latest/DG/We... - wasn't to hard to get started.
Long time ago I've mad a service to show the graph - https://www.yasiv.com/#/Search?q=designing%20data%20intensiv... - but the layout is very different there.